A methodology for auto-calibrating urban building energy models using surrogate modeling techniques

Review: Multi-objective optimization methods and application in energy saving

(2017) Yunfei Cui et al.   ENERGY

Validation of a Bayesian-based method for defining residential archetypes in urban building energy models

(2017) Julia Sokol et al.   ENERGY AND BUILDINGS

Demonstration of reduced-order urban scale building energy models

(2017) Mohammad Heidarinejad et al.   ENERGY AND BUILDINGS

Actual building energy use patterns and their implications for predictive modeling

(2017) Mohammad Heidarinejad et al.   ENERGY CONVERSION AND MANAGEMENT

A pattern-based automated approach to building energy model calibration

(2016) Kaiyu Sun et al.   APPLIED ENERGY

Data-driven approximation algorithms for rapid performance evaluation and optimization of civil structures

(2016) Stavros Tseranidis et al.   AUTOMATION IN CONSTRUCTION

Urban building energy modeling – A review of a nascent field

(2016) Christoph F. Reinhart et al.   BUILDING AND ENVIRONMENT

Modeling Boston: A workflow for the efficient generation and maintenance of urban building energy models from existing geospatial datasets

(2016) Carlos Cerezo Davila et al.   ENERGY

Energy planning of university campus building complex: Energy usage and coincidental analysis of individual buildings with a case study

(2016) Jun Guan et al.   ENERGY AND BUILDINGS

A model calibration framework for simultaneous multi-level building energy simulation

(2015) Zheng Yang et al.   APPLIED ENERGY

Methodologies and Advancements in the Calibration of Building Energy Models

(2015) Enrico Fabrizio et al.   Energies

Evaluation of greenhouse gas emissions and proposals for their reduction at a university campus in Chile

(2015) Leonardo Vásquez et al.   JOURNAL OF CLEANER PRODUCTION

Potential opportunities for energy conservation in existing buildings on university campus: A field survey in Korea

(2014) Min Hee Chung et al.   ENERGY AND BUILDINGS

A review of methods to match building energy simulation models to measured data

(2014) Daniel Coakley et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Energy consumption and GHG emission scenarios of a university campus in Mexico

(2013) Azucena Escobedo et al.   Energy for Sustainable Development

Building energy models and assessment systems at the district and city scales: a review

(2012) Loeiz Bourdic et al.   BUILDING RESEARCH AND INFORMATION

Accurate quantitative estimation of energy performance of residential buildings using statistical machine learning tools

(2012) Athanasios Tsanas et al.   ENERGY AND BUILDINGS

Spatial distribution of urban building energy consumption by end use

(2011) B. Howard et al.   ENERGY AND BUILDINGS

Calibration of building energy models for retrofit analysis under uncertainty

(2011) Y. Heo et al.   ENERGY AND BUILDINGS